Generating Origin-Destination Matrices from Mobile Phone Trajectories

被引:31
作者
Friedrich, Markus [1 ]
Immisch, Katrin [1 ]
Jehlicka, Prokop [1 ]
Otterstaetter, Thomas [1 ]
Schlaich, Johannes [1 ]
机构
[1] Univ Stuttgart, D-70569 Stuttgart, Germany
基金
美国国家卫生研究院;
关键词
TRAFFIC COUNTS;
D O I
10.3141/2196-10
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper presents a method for generating origin-destination (O-D) matrices with the use of floating phone data, that is, data generated from mobile phones moving through a study area. Mobile phone signals recorded in the cellular phone network are used to derive time-space trajectories of moving mobile phone devices. The start and end points of each trajectory determine the origin and destination zone. Link counts are used to project the sample of mobile phone movements to the broader movement of cars, trucks, and rail passengers. With results of a clustering process of traffic counts, O-D matrices for typical traffic days are computed. The resulting O-D matrices can be used for a long-term traffic state forecast.
引用
收藏
页码:93 / 101
页数:9
相关论文
共 14 条
[1]   THE ESTIMATION OF AN ORIGIN-DESTINATION MATRIX FROM TRAFFIC COUNTS [J].
BELL, MGH .
TRANSPORTATION SCIENCE, 1983, 17 (02) :198-217
[2]  
Berkhin P., 2002, SURVEY CLUSTERING DA
[3]  
Cascetta E., 2001, TRANSPORTATION SYSTE
[4]  
FRIEDRICH M, 2008, INT C TRANSP DEC MAK
[5]   Effectiveness of Origin-Destination Matrix Correction Procedure Using Traffic Counts [J].
Marzano, Vittorio ;
Papola, Andrea ;
Simonelli, Fulvio .
TRANSPORTATION RESEARCH RECORD, 2008, 2085 (2085) :57-66
[6]  
*PTV AG, 2007, PTV VIS VISUM 10 0 U
[7]  
Schlaich J., 2010, 89 ANN M TRANSP RES
[8]  
*UK HIGHW AG, 1996, DES MAN ROADS BRID 1, V12
[9]  
VANZUYLEN HJ, 1980, TRANSPORTATION RES B, V14
[10]  
VORTISCH P, 2005, THESIS U KARLSRUHE T